DOF in cycle render shows in solid view but not in render
In your case i recommend you to change F-stop to radius in the "Aperture" settings. You'll immediately see the blur.  

BUT!

Firstly, you should invert your normals: --> ctrl-n
Youl'll find that's working correct.

Secondly, learn blender basics before doing experiments.